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GEMv2: Multilingual NLG Benchmarking in a Single Line of Code



Sebastian Gehrmann , Abhik Bhattacharjee , Abinaya Mahendiran , Alex Wang , Alexandros Papangelis , Aman Madaan , Angelina McMillan-Major , Anna Shvets , Ashish Upadhyay , Bingsheng Yao , Bryan Wilie , Chandra Bhagavatula , Chaobin You , Craig Thomson , Cristina Garbacea , Dakuo Wang , Daniel Deutsch , Deyi Xiong , Di Jin , Dimitra Gkatzia , Dragomir Radev , Elizabeth Clark , Esin Durmus , Faisal Ladhak , Filip Ginter , Genta Indra Winata , Hendrik Strobelt , Hiroaki Hayashi , Jekaterina Novikova , Jenna Kanerva , Jenny Chim , Jiawei Zhou , Jordan Clive , Joshua Maynez , João Sedoc , Juraj Juraska , Kaustubh Dhole , Khyathi Raghavi Chandu , Laura Perez-Beltrachini , Leonardo F. R. Ribeiro , Lewis Tunstall , Li Zhang , Mahima Pushkarna , Mathias Creutz , Michael White , Mihir Sanjay Kale , Moussa Kamal Eddine , Nico Daheim , Nishant Subramani , Ondrej Dusek , Paul Pu Liang , Pawan Sasanka Ammanamanchi , Qi Zhu , Ratish Puduppully , Reno Kriz , Rifat Shahriyar , Ronald Cardenas , Saad Mahamood , Salomey Osei , Samuel Cahyawijaya , Sanja Štajner , Sebastien Montella , Shailza , Shailza Jolly , Simon Mille , Tahmid Hasan , Tianhao Shen , Tosin Adewumi , Vikas Raunak , Vipul Raheja , Vitaly Nikolaev , Vivian Tsai , Yacine Jernite , Ying Xu , Yisi Sang , Yixin Liu , Yufang Hou


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Learning from Self-Sampled Correct and Partially-Correct Programs



Ansong Ni , Jeevana Priya Inala , Chenglong Wang , Oleksandr Polozov , Christopher Meek , Dragomir Radev , Jianfeng Gao

* 15 pages 

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Leveraging Locality in Abstractive Text Summarization



Yixin Liu , Ansong Ni , Linyong Nan , Budhaditya Deb , Chenguang Zhu , Ahmed H. Awadallah , Dragomir Radev


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R2D2: Robust Data-to-Text with Replacement Detection



Linyong Nan , Lorenzo Jaime Yu Flores , Yilun Zhao , Yixin Liu , Luke Benson , Weijin Zou , Dragomir Radev


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Discovering the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions



Fang Wu , Siyuan Li , Lirong Wu , Dragomir Radev , Qiang Zhang , Stan Z. Li


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Twist Decoding: Diverse Generators Guide Each Other



Jungo Kasai , Keisuke Sakaguchi , Ronan Le Bras , Hao Peng , Ximing Lu , Dragomir Radev , Yejin Choi , Noah A. Smith

* Code is available at https://github.com/jungokasai/twist_decoding 

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Beam Decoding with Controlled Patience



Jungo Kasai , Keisuke Sakaguchi , Ronan Le Bras , Dragomir Radev , Yejin Choi , Noah A. Smith

* Code: https://github.com/jungokasai/beam_with_patience 

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